Do you want the best data migration tool to easily transfer data between systems? These top best data migration tools enable you to move data among systems, migrate applications, and maintain/upgrade activities.
Data migration is the act of transferring data between systems. The transfer systems can either be file formats or data storage types. In data migration, data is transferred from the old system to a new system via a specific mapping pattern.
The mapping patterns have designs for data load and data extraction activities. The designs functions as a translator between the old data type and the new system formats. This, therefore, ensures a smoother data migration.
Top 22 Best Data Migration Tools
IRI NextForm is a data migration tool available in various editions as database migration utility and standalone data. It enables you to convert: file formats such as JSON or LDIF to XML or CSV; database schema such as Oracle to MongoDB, relational to data vault or star, etc.; endian states such as big to little; data types such as packed decimal to numeric; and legacy data stores such as ACUCOBOL Vision to MS SQL targets.
Features of IRI NextForm:
- IRI NextForm builds batch scripts or job tasks to monitor, schedule, and execute from the command line, GUI, etc.
- Its data manipulation and definition metadata are in simple/self-documenting 4GL text files. These text files are also represented in diagrams, outlines, and dialogs for easy modification and understanding.
- IRI NextForm uses standard drivers such as Kafka, MQTT, and ODBC for data transfer. It also supports HDFS, cloud, and local file systems.
- It supports about two hundred modern data targets/sources and legacy, with more API calls or custom I/O procedures.
- It graphically migrates, profiles, and reaches data in IRI Workbench, which is a familiar and free Eclipse IDE for job management, deployment, and design.
Xplenty is a data migration tool and a cloud-based data integration platform. The tool acts as a complete toolkit that you can use to build data pipelines. Xplenty offers solutions for developers, customer support, sales, and marketing. These solutions are available for advertising, hospitality, and retail industries. It is a scalable and elastic platform.
This tool is suitable for synchronization and database migration. DBConvert Studio supports the most renowned on-premises databases such as Oracle, PostgreSQL, MySQL, SQL Server, etc.
Suppose you're going for a large data storage volume. In that case, it's advisable to consider migrating databases to any of these cloud platforms such as Heroku Postgres, Google Cloud SQL, MS Azure SQL, Amazon, and Aurora/RDS.
Features of DBConvert Studio:
- It provides a flexible in-built scheduler that you can use to launch tasks at a particular time without running GUI.
- You can reassign DBConvert Studio's source table to an existing Target table.
- It enables you to apply filters to extract the relevant data from the Source database.
- You can easily map all data types for all Target tables as separate tables.
- It allows you to also rename all database objects during migration.
- It permits the following three data migration scenarios: Bidirectional synchronization, One-way synchronization, Source to Target migration.
This tool is owned by Amazon. AWS Data Migration is great for cloud data migration. The tool enables you to migrate databases to AWS in an easy and safe manner.
Features of AWS Data Migration:
- You can use AWS Data Migration for continuous data migration because of its high availability.
- The data migration tool is very flexible, and you can easily use it to migrate data between the most widely used open-source and commercial databases.
- AWS Data Migration enables the source databases to stay completely operational all through the migration activity.
- The tool also minimizes the downtime of the application to a remarkable extent.
- It supports heterogeneous and homogeneous migrations like Oracle to Microsoft SQL (heterogeneous), Oracle to Oracle (homogeneous), etc.
This tool is owned by IBM. Informix is a tool repository that you can use to move data from one IBM database to another. The tool supports homogeneous data migrations.
Azure Document DB is a data migration tool that is owned by Microsoft. Azure DocumentDB is a great tool that you can use to move data from different data sources.
Features of Azure DocumentDB:
- Azure DocumentDB supports .NET frameworks 4.5.1 or higher versions and a variety of Windows OS.
- With this tool, you can easily import data from any of the following sources: HBase, Amazon Dynamo DB, Azure Document DB, Azure Table storage, JSON files, MongoDB, SQL, and CSV files.
Rsync is an excellent tool that can be used to efficiently transfer data across computer systems. Rsync enables you to migrate data according to the file size and time stamp.
EMC Rainfinity is owned by Dell EMC Corporation. This data migration tool is customized to enable businesses to minimize storage management costs.
This tool is a web-based data loader app. Configero Data Loader improves the activities of deleting, updating, and inserting Salesforce data. The tool is well-known for handling errors as errors are shown in the grid, therefore enabling the direct editing of errors.
Brocade's Data Migration Manager is a performance-oriented, powerful, and innovative solution for managing performance data migration activities. The tool is owned by Brocade. DMM functions effectively in a heterogeneous storage environment.
HDS Universal Replicator is a software that offers enterprise-level storage system replication. It delivers business continuity at a time. The tool can work with heterogeneous operating systems.
Informatica Cloud Data Wizard is a great Salesforce application that enables you to effortlessly synchronize custom and common Salesforce objects with CSV files and SaaS applications like cloud storage (like Box) and NetSuite. The tool is a flexible next-generation loader that can be used by any user.
Apex Data Loader is a data migration tool and a Salesforce product. This tool is a java-based app that processes bulk insert, deletes, and updates command on every data object. It allows you to generate queries to extract data utilizing the Apex Web Service API.
This tool is an open architecture product. It offers unique flexibility to users to help them solve integration and migration issues in the best way possible. The tool is easy to adopt for application integration, big data, data integration, etc.
Features of Talend Open Studio:
- Talend Open Studio maintains the integrity and precision of data throughout the migration process.
- The tool simplifies ETL processes for multiple and large data sets.
This tool's solutions consist of all levels of data migration comprehensively. Rocket Data Migration is created to improve the established migration processes with the minimum effort. It simultaneously offers any level of supports needed during the migration.
Data Migrator is a powerful and great automated tool. It simplifies ETL procedures (extract, transfer, load) easily. Data Migrator is a product of information builders organization.
Features of Data Migrator
- Data Migrator has an excellent feature of ETL management processes in a protected environment.
- It enables admins to easily review and monitor job queues, job logs, job statistics, schedule, and start jobs.
- It also ensures the administration of migration activities and efficient remote review.
- Data Migrator provides end-to-end and fast heterogeneous data migration. It, therefore, offers seamless integration.
- The tool is great in data marts, operational data stores, and the expansion data warehouses.
- It is the most flexible data migration tool and can work with data from all the platforms.
This data migration tool functions as a CLI (command-line interface) tool that can be used to transfer data between Magento interfaces. The tool tracks the transfer progress, generates logs, verifies unity among Magento database structures, and runs verification tests to ensure accuracy.
This tool provides a one-click solution that enables you to automatically migrate files from one computer to another with no loss of data. EaseUS Todo PC Trans supports common apps such as Firefox, Google Chrome, QuickBooks, Adobe Software, Photoshop, Microsoft Office, etc.
It provides a Todo Backup that consists of a tool known as Migrate OS to HDD/SSD. It allows you to copy a system drive to an HDD or SDD. On the other hand, the tool can clone an HDD to an SSD and requires no windows installation to do this.
Starfish ETL offers a precise, powerful, flexible, and fast solution to data migration issues. The tool possesses a rapid pace and enables you to move the data easily. It makes sure that data is migrated to meet the requirements of the new platform where it's going to be moved.
JitterBit Data Loader functions as a simplified wizard-based Data management tool. It has click configuration and graphical point. The tool can handle bulk insert, load, delete, and query. It carries out the maintenance of automatic backup to the jitterbit cloud to control operations from any device.
Oracle Data Migration Utility is a data migration tool that offers an end-to-end solution for database migrations. The tool has scalable architecture used for migration that significantly minimizes effort and downtime requirements throughout data conversion.
The tool performs a validation mode to make sure that data is rightly encoded in Unicode. It does this by providing basic health on possible problems.
Microsoft Data Migration Assistant allows you to work with a modern data platform. It does this by spotting compatibility difficulties that affect database performance on new servers such as Azure SQL Database and SQL Server.
The tool supports data and schema movement from the source server to the target server. Microsoft Data Migration Assistant is widely used to upgrade most SQL Server versions.
Conclusion
This article has thoroughly looked into the various top best data management tools alongside their distinctive features. You can choose the best-suited solution depending on which of these tools add more revenue and value to the customer or organization.
Lastly, we can assert that different tools function best for different occasions, and the best-suited depends on the task at hand.
